Realm: Tax reasoning benchmark C

Name: Realm: Tax reasoning benchmark
Creator: micro1
Keywords: Enterprise Workflows

AI benchmark · Enterprise Workflows

Publisher: micro1
Domains: Enterprise Workflows
On X: @micro1_ai ↗
Tier: C why
Snapshot: October 11, 2026

Open benchmark ↗micro1.ai/research

Latest from micro1 on X

@micro1_ai ↗

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What is Realm: Tax reasoning benchmark?

Realm: Tax measures whether AI agents can prepare complete, accurate federal Form 1040 tax returns with supporting schedules from realistic taxpayer source documents, scored against expert-authored line-level criteria.

Finance mostly
“The agent is given the full set of source documents and must produce a complete Form 1040 along with all required supporting schedules and forms.”
micro1.ai/benchmark/realm-tax ↗

Tier C

Niche: a handful of models scored, or built by an RL vendor.

How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.

built by micro1
in curated RL directories (2 pts)

How we got to tier C

Adoption: built by micro1. Tier C.
Not yet read on X.
In curated RL directories: 2 points, a floor of C.
Confirmed: a line from its own site or paper places it.

A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.

Where Realm: Tax reasoning benchmark sits

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